FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation

FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation

28 September 2022

Sebastian Hofstatter

Papers citing "FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation"

11 / 61 papers shown

Title
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Alireza Salemi Juan Altmayer Pizzorno Hamed Zamani 11 14 0 26 Apr 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Joshua Ainslie Sumit Sanghai Fei Sha William W. Cohen RALM 20 16 0 25 Jan 2023
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Omar Khattab Keshav Santhanam Xiang Lisa Li David Leo Wright Hall Percy Liang Christopher Potts Matei A. Zaharia RALM KELM 20 244 0 28 Dec 2022
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference Michiel de Jong Yury Zemlyanskiy Joshua Ainslie Nicholas FitzGerald Sumit Sanghai Fei Sha William W. Cohen VLM 21 32 0 15 Dec 2022
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation Krishna Srinivasan K. Raman Anupam Samanta Ling-Yen Liao L. Bertelli Michael Bendersky RALM LRM 17 20 0 27 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 221 321 0 21 Sep 2022
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 67 43 0 14 Oct 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 961 0 17 Apr 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 57 164 0 14 Jan 2021
Multi-task Retrieval for Knowledge-Intensive Tasks Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh 204 64 0 01 Jan 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 214 607 0 13 Oct 2020